Abstract
As shown by an example, the integral function f : ℝn→ ℝ, defined by f(x) = ∫ab[B(x, t)]+g(t)dt, may not be a strongly semismooth function, even if g(t) ≡ 1 and B is a quadratic polynomial with respect to t and infinitely many times smooth with respect to x. We show that f is a strongly semismooth function if g is continuous and B is affine with respect to t and strongly semismooth with respect to x, i.e., B(x, t) = u(x)t + v(x), where u and v are two strongly semismooth functions in ℝn. We also show that f is not a piecewise smooth function if u and v are two linearly independent linear functions, g is continuous and g ≢ 0 in [a, b], and n ≥ 2. We apply the first result to the edge convex minimum norm network interpolation problem, which is a two-dimensional interpolation problem.
Original language | English |
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Pages (from-to) | 223-246 |
Number of pages | 24 |
Journal | Computational Optimization and Applications |
Volume | 25 |
Issue number | 1-3 |
DOIs | |
Publication status | Published - 1 Apr 2003 |
Keywords
- Generalized Newton method
- Integral function
- Piecewise smoothness
- Quadratic convergence
- Strong semismoothness
ASJC Scopus subject areas
- Control and Optimization
- Computational Mathematics
- Applied Mathematics